VolMap is evaluated on two dataset benchmarks: SCALA, and KITTI [1]} as described in section REF . Models have been trained for 300 epochs, with the architecture described in section REF  using stochastic gradient descent (SGD), where a learning rate of 1e-4 and a batch size of 16 point clouds were applied.
